The vibrant colors of the wedding decorations seemed to mock Jessica. There was Daniel, chatting animatedly with the best man, and he looked perfectly fine. She, on the other hand, felt a flush of… a feeling… rush to her face.

Her breath hitched in her throat. She found herself fidgeting, adjusting the strap of her dress. She hated herself for caring. She felt a burning need to prove something, but to whom?

She excused herself from the conversation she was in and went to the dance floor, where she danced with a frenetic energy, trying to burn off the restless energy that had seized her.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217